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This dataset, red_wine_quality, is a data frame containing physicochemical characteristics and quality ratings of red wine samples from north Portugal. It includes information on acidity, sugar, chlorides, sulfur dioxide, density, pH, sulphates, alcohol, and quality.

Usage

data(red_wine_quality)

Format

A data frame with 1599 observations and 12 variables:

fixed_acidity

Numeric vector indicating the fixed acidity

volatile_acidity

Numeric vector indicating the volatile acidity

citric_acid

Numeric vector indicating the citric acid content

residual_sugar

Numeric vector indicating the residual sugar

chlorides

Numeric vector indicating the chlorides content

free_sulfur_dioxide

Numeric vector indicating the free sulfur dioxide

total_sulfur_dioxide

Numeric vector indicating the total sulfur dioxide

density

Numeric vector indicating the density

pH

Numeric vector indicating the pH

sulphates

Numeric vector indicating the sulphates content

alcohol

Numeric vector indicating the alcohol content

quality

Integer vector indicating the quality rating

Source

Data taken from the live package version 1.5.13

Details

The dataset name has been kept as 'red_wine_quality' to avoid confusion with other datasets in the R ecosystem. This naming convention helps distinguish this dataset as part of the agridatasets package and assists users in identifying its specific characteristics.